Machine Learning and Data Mining

8 Open Access Books

40 Authors and Editors

589 Web of Science Citations

595 Dimensions Citations

Most cited chapters in this category

Chapter titleDownloads
1. A Survey of Shape Feature Extraction Techniques

By Yang Mingqiang, Kpalma Kidiyo and Ronsin Joseph

Part of book: Pattern Recognition Techniques, Technology and Applications

12420
2. Learning Pattern Classification Tasks with Imbalanced Data Sets

By Giang Hoang Nguyen, Abdesselam Bouzerdoum and Son Lam Phung

Part of book: Pattern Recognition

5828
3. Rough Set Theory — Fundamental Concepts, Principals, Data Extraction, and Applications

By Silvia Rissino and Germano Lambert-Torres

Part of book: Data Mining and Knowledge Discovery in Real Life Applications

10785

Most downloaded chapters in this category in last 30 days

Chapter title
1. Clustering of Time-Series Data

By Esma Ergüner Özkoç

Part of book: Data Mining - Methods, Applications and Systems

2. Data Mining for Student Performance Prediction in Education

By Ferda Ünal

Part of book: Data Mining - Methods, Applications and Systems

3. Data Mining and Machine Learning for Software Engineering

By Elife Ozturk Kiyak

Part of book: Data Mining - Methods, Applications and Systems

4. Deep Learning: Exemplar Studies in Natural Language Processing and Computer Vision

By Selma Tekir and Yalin Bastanlar

Part of book: Data Mining - Methods, Applications and Systems

5. Depth Extraction from a Single Image and Its Application

By Shih-Shuo Tung and Wen-Liang Hwang

Part of book: Pattern Recognition - Selected Methods and Applications

6. Hybrid Clustering for Validation and Improvement of Subject-Classification Schemes

By Frizo Janssens, Lin Zhang and Wolfgang Glänzel

Part of book: Data Mining and Knowledge Discovery in Real Life Applications

7. Data Mining Applied to the Instrumentation Data Analysis of a Large Dam

By Rosangela Villwock, Maria Teresinha Arns Steiner, Andrea Sell Dyminski and Anselmo Chaves Neto

Part of book: Data Mining and Knowledge Discovery in Real Life Applications

8. Motif Discovery in Protein Sequences

By Salma Aouled El Haj Mohamed, Mourad Elloumi and Julie D. Thompson

Part of book: Pattern Recognition - Analysis and Applications

9. Data-Driven Methodologies for Structural Damage Detection Based on Machine Learning Applications

By Jaime Vitola, Maribel Anaya Vejar, Diego Alexander Tibaduiza Burgos and Francesc Pozo

Part of book: Pattern Recognition - Analysis and Applications

10. Generic Scale-Space Architecture for Handwriting Documents Analysis

By Joutel Guillaume, Eglin Veronique and Emptoz Hubert

Part of book: Pattern Recognition Recent Advances